|
Jean-Marc Spaggiari
2012-10-11, 19:59
Kevin O'dell
2012-10-11, 20:23
Jean-Marc Spaggiari
2012-10-11, 20:25
Kevin O'dell
2012-10-11, 20:36
Jean-Marc Spaggiari
2012-10-11, 20:44
Kevin O'dell
2012-10-11, 20:48
Jonathan Bishop
2012-10-11, 20:50
Bryan Beaudreault
2012-10-12, 01:10
Jean-Marc Spaggiari
2012-10-12, 01:45
|
-
Force the number of map tasks in MR?Jean-Marc Spaggiari 2012-10-11, 19:59
Hi,
Is there a way to force the number of map tasks in a MR? I have a 25 regions table splitted over 6 nodes. But the MR is running the tasks only 2 by 2. Is there a way to force it to run one task on each regionserver serving at least one region? Why is the MR waiting for 2 taskes to complete before sending to the other tasks? I'm starting the MR with a caching of 100. I tried mapred.map.tasks and speculative=false with no success. Any idea how I can increase it this number of tasks? Thanks, JM
-
Re: Force the number of map tasks in MR?Kevin O'dell 2012-10-11, 20:23
What are you max tasks set to?
On Thu, Oct 11, 2012 at 3:59 PM, Jean-Marc Spaggiari < [EMAIL PROTECTED]> wrote: > Hi, > > Is there a way to force the number of map tasks in a MR? > > I have a 25 regions table splitted over 6 nodes. But the MR is running > the tasks only 2 by 2. > > Is there a way to force it to run one task on each regionserver > serving at least one region? Why is the MR waiting for 2 taskes to > complete before sending to the other tasks? > > I'm starting the MR with a caching of 100. > > I tried mapred.map.tasks and speculative=false with no success. > > Any idea how I can increase it this number of tasks? > > Thanks, > > JM > -- Kevin O'Dell Customer Operations Engineer, Cloudera
-
Re: Force the number of map tasks in MR?Jean-Marc Spaggiari 2012-10-11, 20:25
I don't know. I did not touched that. Where can I found this information?
2012/10/11 Kevin O'dell <[EMAIL PROTECTED]>: > What are you max tasks set to? > > On Thu, Oct 11, 2012 at 3:59 PM, Jean-Marc Spaggiari < > [EMAIL PROTECTED]> wrote: > >> Hi, >> >> Is there a way to force the number of map tasks in a MR? >> >> I have a 25 regions table splitted over 6 nodes. But the MR is running >> the tasks only 2 by 2. >> >> Is there a way to force it to run one task on each regionserver >> serving at least one region? Why is the MR waiting for 2 taskes to >> complete before sending to the other tasks? >> >> I'm starting the MR with a caching of 100. >> >> I tried mapred.map.tasks and speculative=false with no success. >> >> Any idea how I can increase it this number of tasks? >> >> Thanks, >> >> JM >> > > > > -- > Kevin O'Dell > Customer Operations Engineer, Cloudera
-
Re: Force the number of map tasks in MR?Kevin O'dell 2012-10-11, 20:36
J-M,
It should be in the mapred-site.xml the values are mapred.tasktracker.map.tasks.maximum and mapred.tasktracker.reduce.tasks.maximum. This is the default in CDH4 <property> <name>mapreduce.tasktracker.map.tasks.maximum</name> <value>2</value> <description>The maximum number of map tasks that will be run simultaneously by a task tracker. </description> </property> <property> <name>mapreduce.tasktracker.reduce.tasks.maximum</name> <value>2</value> <description>The maximum number of reduce tasks that will be run simultaneously by a task tracker. </description> </property> This would explain why they are going 2 by 2. Does this help? On Thu, Oct 11, 2012 at 4:25 PM, Jean-Marc Spaggiari < [EMAIL PROTECTED]> wrote: > I don't know. I did not touched that. Where can I found this information? > > 2012/10/11 Kevin O'dell <[EMAIL PROTECTED]>: > > What are you max tasks set to? > > > > On Thu, Oct 11, 2012 at 3:59 PM, Jean-Marc Spaggiari < > > [EMAIL PROTECTED]> wrote: > > > >> Hi, > >> > >> Is there a way to force the number of map tasks in a MR? > >> > >> I have a 25 regions table splitted over 6 nodes. But the MR is running > >> the tasks only 2 by 2. > >> > >> Is there a way to force it to run one task on each regionserver > >> serving at least one region? Why is the MR waiting for 2 taskes to > >> complete before sending to the other tasks? > >> > >> I'm starting the MR with a caching of 100. > >> > >> I tried mapred.map.tasks and speculative=false with no success. > >> > >> Any idea how I can increase it this number of tasks? > >> > >> Thanks, > >> > >> JM > >> > > > > > > > > -- > > Kevin O'Dell > > Customer Operations Engineer, Cloudera > -- Kevin O'Dell Customer Operations Engineer, Cloudera
-
Re: Force the number of map tasks in MR?Jean-Marc Spaggiari 2012-10-11, 20:44
But this is the limit per tasktracker, right?
And I have 6 nodes, so 6 tasktrackers, which mean it should go up to 12 tasks? Take a look at 2.7 here: http://wiki.apache.org/hadoop/FAQ I just tried with the setting below (changing 2 by 6) but I'm getting the same result. JM 2012/10/11 Kevin O'dell <[EMAIL PROTECTED]>: > J-M, > > It should be in the mapred-site.xml the values > are mapred.tasktracker.map.tasks.maximum and > mapred.tasktracker.reduce.tasks.maximum. This is the default in CDH4 > > <property> > <name>mapreduce.tasktracker.map.tasks.maximum</name> > <value>2</value> > <description>The maximum number of map tasks that will be run > simultaneously by a task tracker. > </description> > </property> > > <property> > <name>mapreduce.tasktracker.reduce.tasks.maximum</name> > <value>2</value> > <description>The maximum number of reduce tasks that will be run > simultaneously by a task tracker. > </description> > </property> > > This would explain why they are going 2 by 2. Does this help? > > On Thu, Oct 11, 2012 at 4:25 PM, Jean-Marc Spaggiari < > [EMAIL PROTECTED]> wrote: > >> I don't know. I did not touched that. Where can I found this information? >> >> 2012/10/11 Kevin O'dell <[EMAIL PROTECTED]>: >> > What are you max tasks set to? >> > >> > On Thu, Oct 11, 2012 at 3:59 PM, Jean-Marc Spaggiari < >> > [EMAIL PROTECTED]> wrote: >> > >> >> Hi, >> >> >> >> Is there a way to force the number of map tasks in a MR? >> >> >> >> I have a 25 regions table splitted over 6 nodes. But the MR is running >> >> the tasks only 2 by 2. >> >> >> >> Is there a way to force it to run one task on each regionserver >> >> serving at least one region? Why is the MR waiting for 2 taskes to >> >> complete before sending to the other tasks? >> >> >> >> I'm starting the MR with a caching of 100. >> >> >> >> I tried mapred.map.tasks and speculative=false with no success. >> >> >> >> Any idea how I can increase it this number of tasks? >> >> >> >> Thanks, >> >> >> >> JM >> >> >> > >> > >> > >> > -- >> > Kevin O'Dell >> > Customer Operations Engineer, Cloudera >> > > > > -- > Kevin O'Dell > Customer Operations Engineer, Cloudera
-
Re: Force the number of map tasks in MR?Kevin O'dell 2012-10-11, 20:48
Lets combine this with JD's request and work off of that thread. Can we
work off of that thread and follow up with LocalJobRunner question? On Thu, Oct 11, 2012 at 4:44 PM, Jean-Marc Spaggiari < [EMAIL PROTECTED]> wrote: > But this is the limit per tasktracker, right? > > And I have 6 nodes, so 6 tasktrackers, which mean it should go up to 12 > tasks? > > Take a look at 2.7 here: http://wiki.apache.org/hadoop/FAQ > > I just tried with the setting below (changing 2 by 6) but I'm getting > the same result. > > JM > > 2012/10/11 Kevin O'dell <[EMAIL PROTECTED]>: > > J-M, > > > > It should be in the mapred-site.xml the values > > are mapred.tasktracker.map.tasks.maximum and > > mapred.tasktracker.reduce.tasks.maximum. This is the default in CDH4 > > > > <property> > > <name>mapreduce.tasktracker.map.tasks.maximum</name> > > <value>2</value> > > <description>The maximum number of map tasks that will be run > > simultaneously by a task tracker. > > </description> > > </property> > > > > <property> > > <name>mapreduce.tasktracker.reduce.tasks.maximum</name> > > <value>2</value> > > <description>The maximum number of reduce tasks that will be run > > simultaneously by a task tracker. > > </description> > > </property> > > > > This would explain why they are going 2 by 2. Does this help? > > > > On Thu, Oct 11, 2012 at 4:25 PM, Jean-Marc Spaggiari < > > [EMAIL PROTECTED]> wrote: > > > >> I don't know. I did not touched that. Where can I found this > information? > >> > >> 2012/10/11 Kevin O'dell <[EMAIL PROTECTED]>: > >> > What are you max tasks set to? > >> > > >> > On Thu, Oct 11, 2012 at 3:59 PM, Jean-Marc Spaggiari < > >> > [EMAIL PROTECTED]> wrote: > >> > > >> >> Hi, > >> >> > >> >> Is there a way to force the number of map tasks in a MR? > >> >> > >> >> I have a 25 regions table splitted over 6 nodes. But the MR is > running > >> >> the tasks only 2 by 2. > >> >> > >> >> Is there a way to force it to run one task on each regionserver > >> >> serving at least one region? Why is the MR waiting for 2 taskes to > >> >> complete before sending to the other tasks? > >> >> > >> >> I'm starting the MR with a caching of 100. > >> >> > >> >> I tried mapred.map.tasks and speculative=false with no success. > >> >> > >> >> Any idea how I can increase it this number of tasks? > >> >> > >> >> Thanks, > >> >> > >> >> JM > >> >> > >> > > >> > > >> > > >> > -- > >> > Kevin O'Dell > >> > Customer Operations Engineer, Cloudera > >> > > > > > > > > -- > > Kevin O'Dell > > Customer Operations Engineer, Cloudera > -- Kevin O'Dell Customer Operations Engineer, Cloudera
-
Re: Force the number of map tasks in MR?Jonathan Bishop 2012-10-11, 20:50
JM,
The number of map tasks will be limited by the number of input splits available. Assuming you are reading files, that is. Also, you need to reboot your cluster for those setting to take effect. Hope this helps, Jon Bishop On Thu, Oct 11, 2012 at 1:44 PM, Jean-Marc Spaggiari < [EMAIL PROTECTED]> wrote: > But this is the limit per tasktracker, right? > > And I have 6 nodes, so 6 tasktrackers, which mean it should go up to 12 > tasks? > > Take a look at 2.7 here: http://wiki.apache.org/hadoop/FAQ > > I just tried with the setting below (changing 2 by 6) but I'm getting > the same result. > > JM > > 2012/10/11 Kevin O'dell <[EMAIL PROTECTED]>: > > J-M, > > > > It should be in the mapred-site.xml the values > > are mapred.tasktracker.map.tasks.maximum and > > mapred.tasktracker.reduce.tasks.maximum. This is the default in CDH4 > > > > <property> > > <name>mapreduce.tasktracker.map.tasks.maximum</name> > > <value>2</value> > > <description>The maximum number of map tasks that will be run > > simultaneously by a task tracker. > > </description> > > </property> > > > > <property> > > <name>mapreduce.tasktracker.reduce.tasks.maximum</name> > > <value>2</value> > > <description>The maximum number of reduce tasks that will be run > > simultaneously by a task tracker. > > </description> > > </property> > > > > This would explain why they are going 2 by 2. Does this help? > > > > On Thu, Oct 11, 2012 at 4:25 PM, Jean-Marc Spaggiari < > > [EMAIL PROTECTED]> wrote: > > > >> I don't know. I did not touched that. Where can I found this > information? > >> > >> 2012/10/11 Kevin O'dell <[EMAIL PROTECTED]>: > >> > What are you max tasks set to? > >> > > >> > On Thu, Oct 11, 2012 at 3:59 PM, Jean-Marc Spaggiari < > >> > [EMAIL PROTECTED]> wrote: > >> > > >> >> Hi, > >> >> > >> >> Is there a way to force the number of map tasks in a MR? > >> >> > >> >> I have a 25 regions table splitted over 6 nodes. But the MR is > running > >> >> the tasks only 2 by 2. > >> >> > >> >> Is there a way to force it to run one task on each regionserver > >> >> serving at least one region? Why is the MR waiting for 2 taskes to > >> >> complete before sending to the other tasks? > >> >> > >> >> I'm starting the MR with a caching of 100. > >> >> > >> >> I tried mapred.map.tasks and speculative=false with no success. > >> >> > >> >> Any idea how I can increase it this number of tasks? > >> >> > >> >> Thanks, > >> >> > >> >> JM > >> >> > >> > > >> > > >> > > >> > -- > >> > Kevin O'Dell > >> > Customer Operations Engineer, Cloudera > >> > > > > > > > > -- > > Kevin O'Dell > > Customer Operations Engineer, Cloudera >
-
Re: Force the number of map tasks in MR?Bryan Beaudreault 2012-10-12, 01:10
JM,
Are you trying to use HTableInputFormat to scan HBase from map reduce? If so, there is a map task per region so you should have 25 regions. If only 2 are running at once thats a problem with your hadoop setup. Is your job running in a pool with only 2 slots available? If not HTableInputFormat, Jon is right. If your input is a splittable format, like SequenceFileInputFormat, you can further split them using the setting mapred.max.split.size. I believe the default is 100mb or something. This can be set on a per-job basis using the job conf. - Bryan On Thu, Oct 11, 2012 at 4:50 PM, Jonathan Bishop <[EMAIL PROTECTED]>wrote: > JM, > > The number of map tasks will be limited by the number of input splits > available. Assuming you are reading files, that is. > > Also, you need to reboot your cluster for those setting to take effect. > > Hope this helps, > > Jon Bishop > > On Thu, Oct 11, 2012 at 1:44 PM, Jean-Marc Spaggiari < > [EMAIL PROTECTED]> wrote: > > > But this is the limit per tasktracker, right? > > > > And I have 6 nodes, so 6 tasktrackers, which mean it should go up to 12 > > tasks? > > > > Take a look at 2.7 here: http://wiki.apache.org/hadoop/FAQ > > > > I just tried with the setting below (changing 2 by 6) but I'm getting > > the same result. > > > > JM > > > > 2012/10/11 Kevin O'dell <[EMAIL PROTECTED]>: > > > J-M, > > > > > > It should be in the mapred-site.xml the values > > > are mapred.tasktracker.map.tasks.maximum and > > > mapred.tasktracker.reduce.tasks.maximum. This is the default in CDH4 > > > > > > <property> > > > <name>mapreduce.tasktracker.map.tasks.maximum</name> > > > <value>2</value> > > > <description>The maximum number of map tasks that will be run > > > simultaneously by a task tracker. > > > </description> > > > </property> > > > > > > <property> > > > <name>mapreduce.tasktracker.reduce.tasks.maximum</name> > > > <value>2</value> > > > <description>The maximum number of reduce tasks that will be run > > > simultaneously by a task tracker. > > > </description> > > > </property> > > > > > > This would explain why they are going 2 by 2. Does this help? > > > > > > On Thu, Oct 11, 2012 at 4:25 PM, Jean-Marc Spaggiari < > > > [EMAIL PROTECTED]> wrote: > > > > > >> I don't know. I did not touched that. Where can I found this > > information? > > >> > > >> 2012/10/11 Kevin O'dell <[EMAIL PROTECTED]>: > > >> > What are you max tasks set to? > > >> > > > >> > On Thu, Oct 11, 2012 at 3:59 PM, Jean-Marc Spaggiari < > > >> > [EMAIL PROTECTED]> wrote: > > >> > > > >> >> Hi, > > >> >> > > >> >> Is there a way to force the number of map tasks in a MR? > > >> >> > > >> >> I have a 25 regions table splitted over 6 nodes. But the MR is > > running > > >> >> the tasks only 2 by 2. > > >> >> > > >> >> Is there a way to force it to run one task on each regionserver > > >> >> serving at least one region? Why is the MR waiting for 2 taskes to > > >> >> complete before sending to the other tasks? > > >> >> > > >> >> I'm starting the MR with a caching of 100. > > >> >> > > >> >> I tried mapred.map.tasks and speculative=false with no success. > > >> >> > > >> >> Any idea how I can increase it this number of tasks? > > >> >> > > >> >> Thanks, > > >> >> > > >> >> JM > > >> >> > > >> > > > >> > > > >> > > > >> > -- > > >> > Kevin O'Dell > > >> > Customer Operations Engineer, Cloudera > > >> > > > > > > > > > > > > -- > > > Kevin O'Dell > > > Customer Operations Engineer, Cloudera > > >
-
Re: Force the number of map tasks in MR?Jean-Marc Spaggiari 2012-10-12, 01:45
Hi Bryan,
J-D replied in another thread. The issue was because of a misconfiguration on the mapred side. I was facing only the local job tracker.. that's why only 2 tasks was running at a time. I re-configured the cluster and it's now working very well. Next step is to build my own mapreduce for testing... Thanks, JM 2012/10/11, Bryan Beaudreault <[EMAIL PROTECTED]>: > JM, > > Are you trying to use HTableInputFormat to scan HBase from map reduce? If > so, there is a map task per region so you should have 25 regions. If only > 2 are running at once thats a problem with your hadoop setup. Is your job > running in a pool with only 2 slots available? > > If not HTableInputFormat, Jon is right. If your input is a splittable > format, like SequenceFileInputFormat, you can further split them using the > setting mapred.max.split.size. I believe the default is 100mb or > something. This can be set on a per-job basis using the job conf. > > - Bryan > > On Thu, Oct 11, 2012 at 4:50 PM, Jonathan Bishop > <[EMAIL PROTECTED]>wrote: > >> JM, >> >> The number of map tasks will be limited by the number of input splits >> available. Assuming you are reading files, that is. >> >> Also, you need to reboot your cluster for those setting to take effect. >> >> Hope this helps, >> >> Jon Bishop >> >> On Thu, Oct 11, 2012 at 1:44 PM, Jean-Marc Spaggiari < >> [EMAIL PROTECTED]> wrote: >> >> > But this is the limit per tasktracker, right? >> > >> > And I have 6 nodes, so 6 tasktrackers, which mean it should go up to 12 >> > tasks? >> > >> > Take a look at 2.7 here: http://wiki.apache.org/hadoop/FAQ >> > >> > I just tried with the setting below (changing 2 by 6) but I'm getting >> > the same result. >> > >> > JM >> > >> > 2012/10/11 Kevin O'dell <[EMAIL PROTECTED]>: >> > > J-M, >> > > >> > > It should be in the mapred-site.xml the values >> > > are mapred.tasktracker.map.tasks.maximum and >> > > mapred.tasktracker.reduce.tasks.maximum. This is the default in CDH4 >> > > >> > > <property> >> > > <name>mapreduce.tasktracker.map.tasks.maximum</name> >> > > <value>2</value> >> > > <description>The maximum number of map tasks that will be run >> > > simultaneously by a task tracker. >> > > </description> >> > > </property> >> > > >> > > <property> >> > > <name>mapreduce.tasktracker.reduce.tasks.maximum</name> >> > > <value>2</value> >> > > <description>The maximum number of reduce tasks that will be run >> > > simultaneously by a task tracker. >> > > </description> >> > > </property> >> > > >> > > This would explain why they are going 2 by 2. Does this help? >> > > >> > > On Thu, Oct 11, 2012 at 4:25 PM, Jean-Marc Spaggiari < >> > > [EMAIL PROTECTED]> wrote: >> > > >> > >> I don't know. I did not touched that. Where can I found this >> > information? >> > >> >> > >> 2012/10/11 Kevin O'dell <[EMAIL PROTECTED]>: >> > >> > What are you max tasks set to? >> > >> > >> > >> > On Thu, Oct 11, 2012 at 3:59 PM, Jean-Marc Spaggiari < >> > >> > [EMAIL PROTECTED]> wrote: >> > >> > >> > >> >> Hi, >> > >> >> >> > >> >> Is there a way to force the number of map tasks in a MR? >> > >> >> >> > >> >> I have a 25 regions table splitted over 6 nodes. But the MR is >> > running >> > >> >> the tasks only 2 by 2. >> > >> >> >> > >> >> Is there a way to force it to run one task on each regionserver >> > >> >> serving at least one region? Why is the MR waiting for 2 taskes >> > >> >> to >> > >> >> complete before sending to the other tasks? >> > >> >> >> > >> >> I'm starting the MR with a caching of 100. >> > >> >> >> > >> >> I tried mapred.map.tasks and speculative=false with no success. >> > >> >> >> > >> >> Any idea how I can increase it this number of tasks? >> > >> >> >> > >> >> Thanks, >> > >> >> >> > >> >> JM >> > >> >> >> > >> > >> > >> > >> > >> > >> > >> > -- >> > >> > Kevin O'Dell >> > >> > Customer Operations Engineer, Cloudera >> > >> >> > > >> > > >> > > >> > > -- >> > > Kevin O'Dell >> > > Customer Operations Engineer, Cloudera |